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Can you trust AI for health advice? A new Consumer Reports investigation explores what AI tools get right, where they fall short, and what parents should know.

When a child wakes up at 2 a.m. with a fever and a parent reaches for their phone, the temptation to type symptoms into an AI chatbot is understandable. These tools are fast, always available, and increasingly convincing. But a recent investigation by Consumer Reports raises important questions about how much parents and patients can actually rely on them for medical guidance.
Consumer Reports tested several popular AI tools against a range of health-related questions, evaluating how accurately they responded to scenarios involving symptoms, diagnoses, medications, and treatment decisions. The results were mixed. For general health information and wellness questions, the tools often performed reasonably well, providing broadly accurate responses grounded in established medical knowledge. But as questions became more specific, more urgent, or more clinically complex, the potential for error grew.
One of the key concerns the investigation highlighted is what researchers sometimes call "hallucination," the tendency of AI systems to generate responses that sound confident and authoritative even when they are factually incorrect. In a casual conversation, a confident-sounding wrong answer is annoying. In a medical context, it can cause a parent to overlook a serious symptom or delay care that their child genuinely needs.
There are also important limitations around currency. AI tools are trained on data up to a certain point in time, which means they may not reflect the most recent clinical guidelines, medication updates, or public health recommendations. For a parent asking about the latest guidance on a childhood illness, an AI drawing on information from a year or two ago could give an incomplete picture.
None of this means AI health tools are without value. For general questions about how a vaccine works, what a common rash typically looks like, or when a fever warrants concern, they can be a useful starting point.The issue arises when they are used instead of professional medical advice rather than as a starting point for seeking appropriate care.
For families using telehealth services, the decision is simpler. A board-certified doctor can evaluate your child's specific symptoms, health history, and circumstances in real time, something no AI tool can replicate. Using AI to gather general background information is reasonable. Using it to decide whether your child needs medical attention is not.
References / Sources
Consumer Reports. Can You Trust AI for Health Questions? ConsumerReports.org.
American Medical Association. Augmented Intelligence in Medicine. AMA-ASSN.org.
American Academy of Pediatrics (AAP). Using Technology Wisely. HealthyChildren.org.